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adversarial training 1data poisoning 1defense frameworks 1retrieval-augmented generation 1zero-knowledge inference 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.LG2026

RAGuard: A Layered Defense Framework for Retrieval-Augmented Generation Systems Against Data Poisoning

Pushkal Kumar, Tucker Nielson, Tanish Kolhe +2

The paper introduces RAGuard, a two‑layer defense for retrieval‑augmented generation systems that combats factual corpus‑poisoning by adversarially fine‑tuning the retriever and ap…